Who This Helps
You're a growth marketer drowning in experiment ideas. Every channel team wants their pet project greenlit. You need a way to cut through the noise and bet on the move that actually moves the needle. This is for you.
Mini Case
Meet Priya. She runs growth at a SaaS company with 12 active channel experiments. Last quarter, she picked three random tests. One flopped (conversion down 8%), one broke even, one barely moved. She wasted 6 weeks. Then she tried a portfolio approach from the Product Portfolio Strategy course. She sized each bet by effort and confidence, then sequenced them. Her next experiment? A small tweak to the onboarding email that lifted activation by 12% in 7 days. Guesswork gone.
Do This Now (5 Steps)
- List every experiment you're considering. Include the wild ideas. Write them down.
- Rate each on two things: effort (low, medium, high) and confidence (low, medium, high). Be honest.
- Pick the one with low effort and high confidence. That's your quick win. Do it first.
- Check your portfolio guardrails. From the course: define what must not get worse. If your experiment risks dropping retention below 90%, kill it.
- Run the experiment for one week. Measure one metric. No distractions.
Avoid These Traps
- Falling in love with a big bet. A flashy channel test might feel exciting, but it can eat your whole month. Start small.
- Ignoring confidence. Just because a VP loves an idea doesn't mean it'll work. Trust your data, not the loudest voice.
- Skipping kill criteria. Without a clear stop sign, you'll keep pouring time into a dud. Set a threshold before you start.
Your Win by Friday
By Friday, you'll have one experiment live that you're confident will move a channel metric. No more spinning. No more wasted weeks. Just a clear, prioritized move. And hey, you might even free up time for that coffee you've been craving.